Anti-personalization on CelebA-HQ Prompt Matching (test)
0FDFRAdvDM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdvDMGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0 | 48.8 | 80.8 | 18.1 | |
| FSMGGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 9 | 42.4 | 69.6 | 7.6 | |
| PAPGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 10.3 | 38 | 63.4 | 8 | |
| ASPLGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 11.4 | 42.5 | 66.9 | 7 | |
| CAATGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 12 | 41.6 | 68.9 | 8.4 | |
| ACEGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 45.2 | 8.2 | 67.7 | 6.1 | |
| DisDiffGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 52.7 | 20.4 | 55.4 | 7.1 | |
| SimACGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 71.6 | 10.8 | 46.1 | 5.5 | |
| CAPGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 88.5 | 4.3 | 47.7 | 5 |